Articles

ERP data integrity, in practice.

What we learn mapping ERP data: master data that does not reconcile, inconsistent inventory and finance, and what to do before letting an AI read all of it.

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November 2, 2026 Data dictionary, Context for AI

The data dictionary: the document that makes Claude and ChatGPT understand your company

An open-format data dictionary explains what every entity and field in the ERP means in your business. It is the context assistants and AI agents need so they stop making things up.

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October 30, 2026 AI readiness, ERP

Seven signs your ERP data is not ready for AI

Before letting an AI agent read your ERP, check seven signs of data that does not reconcile. Each has a known cause and a possible fix, and the order matters.

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October 27, 2026 Data integrity, ERP

Why your ERP master data does not match inventory (and what it costs)

Duplicate product records, swapped units of measure and late postings explain most gaps between the ERP and physical stock. How to map them and what to fix first.

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